Blog
Thoughts and notes.
What
Essays, data investigations, and tutorials on the convergence of machine learning and healthcare, and on building with AI.
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Data investigation
The Wires, Not the Electrons: Where Your Electric Bill Actually Went
New England delivery charges roughly doubled while electricity demand fell. Ten years of federal open data reveal where the money went: a rate-base machine, unreviewed transmission spending, and policy programs hiding in the delivery line. Every claim sourced.
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Hire an AI developer
Episode 1: Build Your Own Budget Tracker
Go from a bank statement CSV to a fully interactive budget dashboard in fifteen minutes without writing a single line of code.
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Hire an AI developer
Episode 0: Set Up Your AI Developer in 10 Minutes
Learn how to install, configure, and communicate with Claude Code. Zero technical experience required.
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AI systems
The Supply-Side Illusion: Why AI Isn’t Making Anything Cheaper (Yet)
AI is crushing the cost of intelligence, but your groceries, rent, and healthcare haven’t budged. The structural forces keeping prices sticky, and a three-phase timeline for when they break.
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Engineering
Surviving the Commoditization Wave: AI Market Strategy for Builders
When intelligence becomes a utility, the old playbook dies. How incumbents will fight to preserve margins, why solo founders have a structural edge, and what it means to sell outcomes instead of software.
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Data viz
Visualizing Healthcare Scarcity: Building the Dearth Map
A geographic visualisation tool designed to identify gaps in healthcare access and infrastructure coverage across regions.